Posts

All the articles I've posted.

• Down the Rabbit Hole - One step closer to Production Grade GraphRAG

  25 Mar, 2025

  After my initial experiment with GraphRAG using Qdrant, Neo4j, and Ollama, I took on a journey to build a more dynamic and context-aware system. This post dives into the details of how I constructed a dynamic ontology for NLP GraphRag.

• GraphRAG with Qdrant, Neo4j, and Ollama (Using Qwen2.5:3b and Nomic text embeddings)

  5 Mar, 2025

  I've been playing with a new approach to RAG systems - combining vector search with knowledge graphs for more contextual, relationship-aware answers. Here's what I've built, how it works, and why you might want to try it yourself.

• Crazy good Observability using Grafana Alloy

  9 Oct, 2024

  Learn how to quickly set up a complete Grafana Alloy observability stack with just a few commands.

• Superfast Telemetry Setup for Next.js with OpenTelemetry, Prometheus, and Grafana

  26 Aug, 2024

  Learn how to quickly set up a super cool telemetry system for your Next.js application using OpenTelemetry, Prometheus, and Grafana

• It must've been love. Is it over now?

  11 Jul, 2024

  It must've been love. But, Is it over now?